El siguiente reporte de calidad de los datos se ha realizado de a cuerdo a lo propuesto por [1, pp. 102–104].
| Count | Miss | Card | Min | Qrt1 | Median | Qrt3 | Max | Mean | Sdev | |
|---|---|---|---|---|---|---|---|---|---|---|
| Temperature | 616 | 0 | 1 | 0.0000000 | 0.00 | 0.00 | 0.00 | 0.0000000 | 0.00 | 0.00 |
| VelInc_X | 616 | 0 | 482 | 0.0228987 | 0.38 | 0.38 | 0.39 | 0.7464828 | 0.40 | 0.10 |
| VelInc_Y | 616 | 0 | 557 | -0.3015785 | 0.00 | 0.02 | 0.04 | 0.5197754 | 0.03 | 0.10 |
| VelInc_Z | 616 | 0 | 551 | -0.2578735 | -0.09 | -0.08 | -0.07 | 0.2125854 | -0.09 | 0.05 |
| Acc_X | 616 | 0 | 482 | 0.5724669 | 9.57 | 9.60 | 9.76 | 18.6620712 | 9.94 | 2.41 |
| Acc_Y | 616 | 0 | 557 | -7.5394630 | 0.08 | 0.55 | 0.88 | 12.9943848 | 0.83 | 2.38 |
| Acc_Z | 616 | 0 | 551 | -6.4468384 | -2.32 | -2.12 | -1.78 | 5.3146362 | -2.15 | 1.13 |
| Gyr_X | 616 | 0 | 616 | -1.5889960 | -0.06 | 0.00 | 0.01 | 1.5482344 | -0.04 | 0.43 |
| Gyr_Y | 616 | 0 | 616 | -1.2389934 | -0.03 | -0.01 | 0.00 | 1.2744452 | 0.01 | 0.28 |
| Gyr_Z | 616 | 0 | 616 | -3.9946031 | -0.66 | 0.00 | 0.02 | 6.2072399 | 0.02 | 1.72 |
| Mag_X | 616 | 0 | 306 | -1.0222168 | -0.67 | -0.60 | -0.59 | -0.0085449 | -0.60 | 0.13 |
| Mag_Y | 616 | 0 | 292 | -0.9470215 | -0.76 | -0.51 | -0.48 | 0.0695801 | -0.57 | 0.22 |
| Mag_Z | 616 | 0 | 310 | 0.6274414 | 0.69 | 0.93 | 0.96 | 1.1000977 | 0.85 | 0.13 |
| Pressure | 616 | 0 | 16 | 892.2000000 | 892.34 | 892.38 | 892.42 | 892.5200000 | 892.37 | 0.06 |
| Roll | 616 | 0 | 616 | -179.4780225 | 110.42 | 152.28 | 155.80 | 179.3543963 | 102.80 | 104.08 |
| Pitch | 616 | 1 | 615 | -83.4990731 | -78.61 | -75.80 | -72.16 | -34.2632921 | -72.04 | 10.44 |
| Yaw | 616 | 1 | 615 | -95.7484277 | -8.44 | -0.15 | 3.48 | 52.9910235 | -3.70 | 31.82 |
| RSSI | 616 | 1 | 34 | -92.0000000 | -75.00 | -70.00 | -68.00 | -56.0000000 | -71.11 | 5.77 |
Temperatura no cuenta con datos relevantes para nuestro análisis.[1] J. D. Kelleher, B. Mac Namee, and A. D’arcy, Fundamentals of machine learning for predictive data analytics: Algorithms, worked examples, and case studies. MIT Press, 2015.